ExperienceThinking: Constrained Hyperparameter Optimization based on Knowledge and Pruning

Chunnan Wang, Hongzhi Wang, Chang Zhou +1

Machine learning algorithms are very sensitive to the hyperparameters, and their evaluations are generally expensive. Users desperately need intelligent methods to quickly optimize…